US10031230B2 - Method for optically measuring distances in the near and far range - Google Patents
Method for optically measuring distances in the near and far range Download PDFInfo
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- US10031230B2 US10031230B2 US14/784,795 US201414784795A US10031230B2 US 10031230 B2 US10031230 B2 US 10031230B2 US 201414784795 A US201414784795 A US 201414784795A US 10031230 B2 US10031230 B2 US 10031230B2
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/02—Systems using the reflection of electromagnetic waves other than radio waves
- G01S17/06—Systems determining position data of a target
- G01S17/08—Systems determining position data of a target for measuring distance only
- G01S17/32—Systems determining position data of a target for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/02—Systems using the reflection of electromagnetic waves other than radio waves
- G01S17/06—Systems determining position data of a target
- G01S17/08—Systems determining position data of a target for measuring distance only
- G01S17/32—Systems determining position data of a target for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated
- G01S17/36—Systems determining position data of a target for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated with phase comparison between the received signal and the contemporaneously transmitted signal
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/02—Systems using the reflection of electromagnetic waves other than radio waves
- G01S17/06—Systems determining position data of a target
- G01S17/46—Indirect determination of position data
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
- G01S7/48—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
- G01S7/4802—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00 using analysis of echo signal for target characterisation; Target signature; Target cross-section
Definitions
- the invention relates to a method for optical distance measurement in the near and far range, and particularly a method for detecting the distance of an object which is reflective and/or transmissive to electromagnetic radiation to an optically operating sensor system whose optical detection range can be subdivided at least into a near and a far range.
- sensors are required which are adapted to detect the position, movement and orientation of hands.
- a generator G will generate a transmitter supply signal S 5 to be supplied to a useful transmitter H.
- a useful transmitter H will transmit into a receiver D.
- the receiver output signal S 0 of receiver D will be processed, by a feedback controller CT, into a compensation supply signal S 3 to be fed to a compensation transmitter K which again, typically with linear overlap, will transmit into the receiver D via compensation transmission path I 3 .
- said compensation supply signal S 3 will be generated from the receiver output signal S 0 and the transmitter supply signal S 5 in such a manner that the transmitter output signal S 0 , except for a control error and system noise, will not contain any components of the transmitter supply signal S 5 anymore.
- the feedback controller will control the compensation supply signal S 3 for compensation not only in the amplitude but also in the phase.
- the feedback controller will typically output two control signals S 4 a and S 4 ⁇ representing the amplitude (control signal S 4 a ) and the phase (control signal S 4 ⁇ ) of the compensation signal.
- a generator G will generate a compensation supply signal S 3 to be fed to the compensation transmitter K.
- Said compensation transmitter K will transmit into a receiver D, subsequent to signal passage through the compensation transmission path I 3 .
- the receiver output signal S 0 of receiver D will be processed, with the aid of a feedback controller CT, into a transmitter supply signal S 5 to be supplied to a useful transmitter H which again, typically with linear overlap—after signal passage through the first section I 1 of measurement path I 1 ,I 2 , reflection at an object O or passage through the object O and subsequent passage through the second section I 2 of measurement path I 1 ,I 2 —will be transmitted into receiver D.
- the fluorescence of the object O shall be detected, i.e. that the fluorescence of object O is the signal which is to be detected.
- the transmitter supply signal S 5 will be generated from the receiver output signal S 0 and the compensation supply signal S 3 in such a manner that the transmitter output signal S 0 , except for a control error and system noise, will not contain any components of the compensation supply signal S 3 anymore.
- the feedback controller will control the transmitter supply signal S 5 for compensation not only in the amplitude but also in the phase.
- the feedback controller will typically output two control signals S 4 a and S 4 ⁇ representing the amplitude (control signal S 4 a ) and the phase (control signal S 4 ⁇ ) of the transmission signal.
- HALIOS-IRDM systems are particularly robust against sources of interference such as e.g. sunlight, while at the same time being robust against contamination and against drift of the receiver D.
- the phase signal S 4 ⁇ represents the light propagation time needed by the measurement signal for its passage along the measurement path consisting of the sections I 1 and I 2 .
- the amplitude signal S 4 a represents the weakening experienced by the measurement signal during its passage along the measurement path consisting of the sections I 1 and I 2 .
- FIG. 1 is a graph illustrating the development of an error r ma -r in dependence on a distance r in dual-logarithmic representation.
- FIG. 2 is a graph illustrating the development of the error r ma -r in dependence on the distance r in linear representation.
- FIG. 3 is a graph illustrating a coefficient A in dependence on the distance r in dual-logarithmic representation.
- FIG. 4 is a block diagram illustrating a system for optically measuring properties of at least one measurement path between a transmitter and a receiver, in accordance with one embodiment.
- FIG. 5 is a block diagram illustrating a system for optically measuring properties of at least one measurement path between the transmitter and the receiver, in accordance with another embodiment.
- the invention starts from a sensor system for optical distance measurement which comprises a transmitter for transmitting an optical signal (electromagnetic radiation) and a receiver for receiving an optical signal and respectively the optical signal (electromagnetic radiation).
- a sensor system for optical distance measurement which comprises a transmitter for transmitting an optical signal (electromagnetic radiation) and a receiver for receiving an optical signal and respectively the optical signal (electromagnetic radiation).
- a difficulty in the distance measurement based on the signal amplitude information resides in that the optical parameter of the object that describes the reflection and/or transmission capacity of the object is not exactly known. This parameter has to be first computed, while it is also possible to work with an assumed value as a “starting value”.
- this optical parameter can be computed due to the fact that an object approaching toward the sensor system will travel first through the far detection range and then through the near detection range of the system. In the far detection range, however, the distance detection can performed quite accurately on the basis of the signal propagation time information. If, then, the distance value detected previously on the basis of the signal propagation time information, is included as a known value into the computation rule for distance detection on the basis of the signal amplitude information, the optical parameter (reflection and/or transmission coefficient) can be computed. This known value will from then on be available so that, when the object reaches the detection range of the sensor system, the distance detection will be performed on the basis of the signal amplitude information. This is because, in the near detection range of the sensor system, the distance detection on the basis of the signal amplitude information of the received optical signal can be performed in a simpler manner than with the aid of the signal propagation time information.
- the optical parameter is computed, notably on the basis of the distance of the object (O) to the sensor system as detected from the running-time information of the received optical signal, and on the basis of the amplitude information of the received optical signal.
- the optical parameter of the object (O) is respectively updated with each approach of the object (O) to the sensor system.
- the updated optical parameter is each time stored and is used for the subsequent detection of the distance of the object in the near range to the sensor system.
- a value for the optical parameter in dependence on the per se known optical nature of the to-be-expected objects whose distances to the sensor system shall be detected.
- the invention is applied for recognition of gestures, there can be preset e.g. the reflection coefficient for skin that will occur at the radiation used (wavelength).
- this reflection coefficient will vary in dependence on the tone of the skin.
- the initial computations as described above could be carried out for different assumed reflection coefficients so that then, on the basis of the distance values resulting from these different coefficients, by matching the distance value with the distance value detected on the basis of the propagation time information, there will be detected the “fitting” reflection coefficient which, from then on, is to be used for distance measurement based on the signal amplitude information when the object is situated in the near range.
- the subdivision of the detection range into the near range and the far range is, as regards its boundaries, suitably performed with consideration given to the errors with which the distance detection is inflicted due to the signal amplitude information on the one hand and due to the signal propagation time information on the other hand.
- the distance detection performed on the basis of the signal propagation time information is the more precise the farther away the object is from the sensor system.
- there exists a distance limiting value from which on the error that may occur in distance detection based on the signal propagation time information, will exceed a specific lower limiting value.
- the far range extends, or, from this distance value, the near range begins which then extends up to the surface of the sensor system.
- a third distance range namely a medium or intermediate distance range, which is situated between the near range and the far range.
- the two distance measurement methods both will provide distance values with errors which are within a pre-determinable range of errors.
- this intermediate range which in the manner described above can be localized within the detection range, use can be made either of one or of the other computation method for detecting the distance to the sensor system.
- the invention is based on the recognition that both the phase signal S 4 ⁇ which, as explained, represents the light propagation time and thus the distance, and the amplitude signal S 4 a which actually represents the weakening that is experienced by the measurement signal, contain information which is dependent on the distance.
- the measurement errors in this respect are considerably dependent on the distance of the sensor system to the object O.
- these two signals will be combined into a common output signal so as to obtain all advantages of the two individual signals together.
- the essential inventive step consists eliminating from the equations the reflection degree R 0 of the object O whose distance shall be determined.
- the up to now missing information on the reflection degree R 0 is obtained from the observation of the phase signal S 4 ⁇ .
- the value represented by the amplitude signal S 4 a can be corrected through calculation.
- the magnitude of the amplitude signal S 4 a is dependent on the inverse power of four of the distance of the sensor system to the object.
- the amplitude signal S 4 a will become particularly large, whereas the propagation time and thus the phase signal S 4 ⁇ are particularly small.
- the precision of the propagation time measurement will decrease and that of the amplitude measurement will increase, under the assumption of a constant error e.g. as a result of a noise level existing in the system.
- the measurement signals can be approximated by the following formulas, with S 4 a as the amplitude signal and S 4 ⁇ as the phase signal:
- k a and k ⁇ represent system constants which are specific for the realization of the system, e a describes the error in amplitude measurement, e ⁇ the error in the phase measurement or delay measurement (light or signal propagation time measurement) and r describes the distance of the object from the sensor.
- r ma the distance measured by the amplitude method
- r m ⁇ the distance measured by the propagation time measurement.
- the respective resultant absolute error (r ma ⁇ r; r m ⁇ ) relative to the true distance is:
- the amplitude error can be expressed as a function of the distance:
- FIG. 1 shows the development of the error r ma ⁇ r in dependence on the distance r normalized to
- FIG. 2 shows the same in linear representation.
- FIG. 3 shows the coefficient A in dependence on r normalized to
- the distance determination of the object is preferably performed through phase measurement by means of the phase signal S 4 ⁇ .
- the distance determination of the object is preferably performed through amplitude measurement by means of the amplitude signal.
- the amplitude measurement will be more favorable than the phase and respectively delay measurement.
- the magnitude of the threshold value S 4 a limit is not dependent on the measured phase position by means of the phase signal S 4 ⁇ but will depend exclusively on the values of the system and of the object O, such as e.g. refraction indices and specific damping of the media in the measurement path, degrees of reflection, scattering losses etc.
- the error values e a and e ⁇ as well as the constants k a and k ⁇ have to be preset.
- the reflection fact or R 0 of the object O is an unknown parameter.
- the two limits between the far range and the intermediate distance range on the one hand and between the intermediate distance range and the near range on the other hand can be brought into congruence with the solutions of the above equation.
- the above simplified error model is not always valid. This is caused by the influence of the respective implementation so that, in the concrete application, the switch-over times can be systematically detected, also by way of an experiment.
- the phase measurement in the near range does not need to provide a precise value anymore but only the recognition that the object is situated closer to the sensor than the limit value between the intermediate distance range and the near range.
- the amplitude measurement in the far range would be allowed to provide only the information that the object is more remote from the sensor than the range limit between the far range and the intermediate distance range.
- the detection system can be designed in such a manner that it will estimate the reflection value R 0 and the distance r on the basis of statistic properties.
- the reflection value R 0 ′ which typically is stored in a memory, will be substantially changed only if the reliability of both signals S 4 a and S 4 ⁇ is relatively high. Only then, the measurement system will deliver a two-dimensional signal which allows for the detection of two parameters, namely the distance r and the reflection value R 0 .
- the measured distance (interval r) is determined as
- the confidence value of the signals S 4 a and S 4 ⁇ increases far enough to allow for a two-dimensional measurement, notably with
- a confindence function V(R 0 , r) can be formed which indicates the probability of an error.
- the functions S 4 ⁇ (r) and S 4 a (r) describe two curves parameterized with the distance r. These two magnitudes, as described above, cannot change in a random manner when an object is being moved in front of the sensor system. Instead, these two signals have to change independently from each other in the manner predefined above.
- the entire detection range consists of two measurement ranges merging into each other, namely of a preferably phase-measuring range ( ⁇ m to about 0.5 m) and an adjoining, preferably intensity-based range (0.5 m to the surface and respectively the sensor).
- the phase measurement has an increased energy demand.
- the intensity signal will be permanently used as a measurement signal, and the phase measurement will be activated only temporarily or at specific points r in order to calibrate the amplitude measurement. In so far, it is favorable to make exclusive use of phase measurement only for large distances.
- the existence and/or the distance (r) of an object (O) in the measurement path (I 1 ,I 2 ) are determined on the basis of said two control parameters (S 4 a ,S 4 ⁇ ) in dependence on the accuracies of these two parameters, said determination being performed in different reception ranges respectively on the basis of that parameter which in the respective reception range allows for the higher accuracy in the detection of the distance of the object to the sensor system, wherein, in a medium or intermediate distance range, any one of the two parameters or both parameters can be selectively used for detection of the distance of the object to the sensor system.
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- Radar, Positioning & Navigation (AREA)
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Abstract
Description
-
- the detection range is divided at least into a far range and a near range,
- an object (O), when approaching toward the sensor system, is moved first through the far range and subsequently through the near range of the detection range,
- with the object (O) being in the far range, its distance to the sensor system is detected on the basis of the running-time information of the received optical signal, and
- with the object (O) being in the near range, its distance to the sensor system is detected on the basis of an assumed value or a computed value of the optical parameter of the object (O) and on the basis of the amplitude information of the received optical signal.
in dual-logarithmic representation, and
in dual-logarithmic representation.
4 √{square root over (S4a limit −e a)}=4 √{square root over (S4a limit)}−e a′
the equation is simplified to:
with the solution
- 1) a far range in which, in amplitude measurement, the amplitude error ea is dominant and the phase error eφ is of subordinate relevance,
- 2) an intermediate distance range in which the amplitude signal S4 a and the phase signal S4φ are affected by a similar error, and
- 3) a near range in which, in phase measurement, the phase error eφ is dominant and the amplitude error ea relative to the measurement signal is more or less irrelevant.
wherein this formula describes the system discretely.
describes the system continuously.
- 1) A method for optical measurement of the properties of at least one measurement path (I1,I2) arranged in front of a sensor system and extending between at least one useful transmitter (H) and a receiver (D) of the sensor system, wherein
- a) at least one generator (G) generates at least one band-width-limited useful-transmitter supply signal (S5),
- b) at least said useful-transmitter supply signal (S5) is used to control at least one useful transmitter (H),
- c) the useful transmitter (H) is operative to transmit a signal into at least one first section (I1) of a measurement path (I1,I2),
- d) said first section (I1) of the measurement path (I1,I2) in case of an existing object (O) is caused to end at said object (O), and, after the signal (O) has passed through said first section (I1) of the measurement path (I1,I2), the object (O) reflects or radiates or transmits the signal into at least one second section (I2) of the measurement path (I1,I2),
- e) at the end of the second section (I2) of the measurement path (I1,I2), the signal is received by at least one receiver (D) and is converted into at least one receiver output signal (S0),
- f) a feedback controller (CT) is operative to generate at least one compensation feed signal (S3) at least with the aid of said receiver output signal (S0) and said at least one transmitter supply signal (S5),
- g) at least said compensation feed signal (S3) is used to control at least one compensation transmitter (K),
- h) said compensation transmitter (K) is operative to radiate into at least one compensation transmission path (I3),
- i) at the end of said compensation transmission path (I3), at least said receiver (D) is caused to receive the signal of said compensation transmitter (K) in overlap with the signal of the transmitter (H),
- j) the feedback controller (CT) is operative to generate the compensation feed signal (S3) in such a manner that, as a result of said overlap in the receiver (D), a receiver output signal (S0) is obtained which, except for control errors and system noise, is substantially free of portions correlating with the transmitter supply signal (S5),
- k) the compensation feed signal (S3) is controlled either, in case of a mono-frequency transmitter supply signal (S5), according to magnitude and phase, or, in case of a band-width-limited transmitter supply signal (S5), according to magnitude and delay,
- l) the feedback controller (CT) is operative to detect two signals or values (S4 a,S4φ) representing control parameters for magnitude and phase or for magnitude and delay, and
- m) in a phase farther downstream in the process, the existence and/or the distance (r) of an object (O) are determined on the basis of said two control parameters (S4 a,S4φ) in dependence on the accuracies of these two parameters, said determination being performed in different reception ranges respectively on the basis of that parameter which in the respective reception range allows for the higher accuracy in the detection of the distance of the object to the sensor system, wherein, in a medium or intermediate distance range, any one of the two parameters or both parameters can be selectively used for detection of the distance of the object to the sensor system.
- 2) A method for optical measurement of the properties of at least one transmission path (I1,I2), wherein
- a) at least one generator (G) generates at least one band-width-limited compensation feed signal (S3),
- b) at least said compensation feed signal (S3) is used to control at least one compensation transmitter (K),
- c) said compensation transmitter (K) is operative to transmit, into at least one compensation transmission path (I3), a signal which at the end of the compensation transmission path (I3) is received by at least one receiver (D) and is converted into at least one receiver output signal (S0),
- d) a feedback controller (CT) is operative to generate at least one transmitter supply signal (S5) at least with the aid of said receiver output signal (S0) and said at least one compensation feed signal (S3),
- e) at least said transmitter supply signal (S5) is used to control at least one useful transmitter (H),
- f) said useful transmitter (H) is operative to radiate a signal into at least one first section (I1) of a measurement path (I1,I2),
- g) the first section (I1) of the measurement path (I1,I2) in case of an existing object (O) is caused to end at said object (O), and, after the signal (O) has passed through said first section (I1) of the measurement path (I1,I2), the object (O) reflects or transmits or radiates the received signal as a signal S(22) into at least one second section (I2) of the measurement path (I1,I2),
- h) at the end of at least said second section (I2) of said measurement path (I1,I2), at least said receiver (D) is caused to receive the signal of said useful transmitter (H) in overlap with the signal of the compensation transmitter (K),
- i) the feedback controller (CT) is operative to generate the transmitter supply signal (S5) in such a manner that, as a result of said overlap in the receiver (D), a receiver output signal (S0) is obtained which, except for control errors and system noise, is substantially free of portions correlating with the compensation feed signal (S3),
- j) the transmitter supply signal (S5) is controlled, in case of a mono-frequency compensation feed signal (S3), according to magnitude and phase, or, in case of a band-width-limited compensation feed signal (S3), according to magnitude and delay,
- k) the feedback controller (CT) is operative to detect two signals or values (S4 a,S4φ) representing control parameters for magnitude and phase or for magnitude and delay, and
- 3) The method according to sub-item 1) or 2), wherein, in at least one section of the distance (r), the reflection coefficient (R0) of the object (O) is determined.
- 4) The method according to any one or a plurality of sub-items 1) to 3), wherein, in at least one section of the distance (r), the reflection coefficient (R0) of the object (O) is not determined but use is made of a value (R0′) stored as a reflection coefficient.
- 5) The method according to any one or a plurality of sub-items 1) to 4), wherein, in at least one section of the distance (r), a stored reflection coefficient (R0′) is used, and the distance (r) of the object (O) is determined from the control parameter (S4 a) assigned to the amplitude control.
- 6) The method according to any one or a plurality of sub-items 1) to 5), wherein, in at least one section of the distance (r), use is made of a reflection coefficient (R0) detected from the control parameters for the amplitude (S4 a) and for the delay or phase (S4φ) and the distance (r) of the object (O) is determined from the control parameters for the amplitude (S4 a) and/or the phase (S4φ).
- 7) The method according to any one or a plurality of sub-items 1) to 6), wherein, in at least one section of the distance (r), the distance (r) of the object (O) is determined from the control parameter (S4φ) assigned to the phase or delay control.
- 8) The method according to any one or a plurality of sub-items 1) to 7), wherein, from the control parameters for the amplitude (S4 a) and for the delay or phase (S4φ) and from the distance (r) of the object (O) detected therefrom at least at a first point of time, or from the reflection coefficient (R0) detected at least at a first time, a conclusion is made to the distance (r) or to the reflection coefficient (R0), the point of time of said conclusion being later than said first point of time.
- 9) The method according to any one or a plurality of sub-items 1) to 8), wherein the measurement method is selected in dependence on at least one amplitude control signal (S4 a) in comparison to a threshold value.
- 10) The method according to any one or a plurality of sub-items 1) to 9), wherein a virtual reflection coefficient (R0′) is computed and/or stored.
- 11 first section of the measurement path
- 12 second section of the measurement path
- 13 compensation transmission path
- R0 reflection coefficient
- R0′ stored reflection coefficient
- S0 receiver output signal
- S3 compensation supply signal
- S4 a amplitude (control) signal
- S4 a limit limiting value
- S4φ phase control signal
- S5 useful-transmitter supply signal
- A coefficient
- B screening of the sensor against ambient light
- B2 screening of the transmitter against direct radiation into the receiver
- CT feedback controller
- D receiver
- FD filter in front of the window for receiving the signal from the object
- FH filter in front of the window for emission of the signal of the transmitter
- G generator
- H useful transmitter
- K compensation transmitter
- O object
- r distance
- VDD supply voltage
- WD window for reception of the signal from the object
- WH window for emission of the signal of the transmitter
Claims (9)
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| Application Number | Priority Date | Filing Date | Title |
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| WOPCT/EP2013/058010 | 2013-04-17 | ||
| EPPCT/EP2013/058010 | 2013-04-17 | ||
| EP2013058010 | 2013-04-17 | ||
| PCT/EP2014/056359 WO2014170118A1 (en) | 2013-04-17 | 2014-03-28 | Method for optically measuring distances in the near and far range |
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| US20160077208A1 US20160077208A1 (en) | 2016-03-17 |
| US10031230B2 true US10031230B2 (en) | 2018-07-24 |
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| US9300397B2 (en) * | 2013-02-27 | 2016-03-29 | Elmos Semiconductor Ag | Multifunctional optical micro sensor system |
| WO2014170118A1 (en) | 2013-04-17 | 2014-10-23 | Mechaless Systems Gmbh | Method for optically measuring distances in the near and far range |
| CN106443694A (en) * | 2016-10-12 | 2017-02-22 | 北京艾瑞思机器人技术有限公司 | Laser ranging device capable of enhancing measurement range |
| CN107831485A (en) * | 2017-10-19 | 2018-03-23 | 中国科学院海洋研究所 | The method of the multiple water body optical signature parameters of the more visual field laser radar detections of boat-carrying |
| JP7445201B2 (en) * | 2019-01-11 | 2024-03-07 | オムロン株式会社 | Optical measurement device and optical measurement method |
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Also Published As
| Publication number | Publication date |
|---|---|
| US20160077208A1 (en) | 2016-03-17 |
| CN105143914B (en) | 2017-09-01 |
| CN105143914A (en) | 2015-12-09 |
| WO2014170118A1 (en) | 2014-10-23 |
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